European Demographics
The population dynamics behind every long-range forecast, in one clean Parquet: crude birth and death rates, absolute live births and deaths, life expectancy at birth, the total fertility rate, median age and the old-age dependency ratio - for every European country, one row per country × measure × year. The full demographic signal that drives labour supply, pensions, healthcare and housing demand; joins to macro, labour and housing on country code.
- Source
- Eurostat
- Licence
- Redistributable open data
- Updates
- Annual
- Data through
- 2025-01-01
- Quality
- QC clean · 0 failures
- Format
- Apache Parquet + dictionary
Safe to train on
Built only from a named, redistributable official source under a documented open licence - not scraped web data. No copyright grey zone, no personal data. Ships machine-readable Croissant metadata (ML Commons - loads in Hugging Face / Kaggle / Google), an AI training-licence manifest documenting source, licence and provenance for your model's data governance, and a machine-readable data dictionary (drop it into an agent / RAG prompt so the model knows every column) - all inspectable before you buy.
What's included
- 8 measures - birth & death rates, live births & deaths, life expectancy, fertility, median age, old-age dependency
- Every European country, annual, 2000-present
- The demographic drivers of labour supply, pensions, healthcare and housing demand
- One row per country × measure × year; joins to labour, macro, housing on country code
- Source: Eurostat (CC-BY-4.0, Decision 2011/833/EU) - EU/EFTA + candidate & neighbourhood geos
Schema
| Column | Type | Description | Filled | Distinct |
|---|---|---|---|---|
| zone | str | Geo / country code (DE, FR, NL, …) | 100.0% | 42 |
| ts | timestamp (UTC) | Year | 100.0% | 26 |
| series | str | Birth/death rate · births/deaths · life expectancy · fertility · median age · old-age dependency | 100.0% | 8 |
| value | float | Rate (per 1,000) or count | 100.0% | 2,837 |
| unit | str | Unit | 100.0% | 5 |
| res_min | int | Native resolution (annual) | 100.0% | 1 |
Sample & preview
Every purchase ships as Apache Parquet with a data dictionary and the full QC report. A free sample (first rows + schema) is downloadable here - confirm fit before you buy. Source: Eurostat (redistributable open data; attribution passes through - see our Licence).
Don't trust screenshots - drop the sample into your notebook right now.
import pandas as pd df = pd.read_parquet("european-demographics_sample.parquet") df.info() # typed columns, gap-aware, ready to join⬇ Download free Parquet sample or CSV for Excel
Coverage: 42 zones
AL · AT · BA · BE · BG · CH · CY · CZ · DE · DK · EE · EL · ES · FI · FR · GE · HR · HU · IE · IS · IT · LI · LT · LU · LV · MD · ME · MK · MT · NL · NO · PL · PT · RO · RS · SE · SI · SK · TR · UA · UK · XK
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One ESG/macro sheet per European country - 11 variables: HICP inflation, unemployment and youth unemployment, industrial production, producer prices, retail trade, the goods trade balance, economic-sentiment and consumer-confidence indicators, air-passenger traffic and gas storage fullness - aligned on ISO country × month. The macro dashboard table, pre-joined across Eurostat + GIE.
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